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    Pillar · BUILD & INTEGRATIONFIG. D1

    Decision models alongside generative AI

    Not every step in an agentic workflow needs a model that writes text. Decision models return fast, typed answers: yes or no with a probability, a choice from fixed options or a score. The Automation Group uses them alongside generative models.

    Build & Integration
    Three flavours

    Deciding instead of generating.

    Decision models answer bounded questions with typed outcomes and probabilities. Code stays in control; the model supplies the judgment.

    01N° 01

    TypeSafe Jev

    TypeSafe's System One model: returns choices, scores and yes/no probabilities instead of text.

    02N° 02

    OpenAI Decisions API

    In public beta since October 2026: predicates, choices and scores over text and images via a dedicated endpoint.

    03N° 03

    Laya (open source)

    An open-source, multilingual decision model under the Apache 2.0 licence that you can host yourself.

    04N° 04

    Generative where needed

    For explanations, summaries and reasoning a generative model remains the right choice. The craft is in the combination.

    Where we use them

    Route, prioritise, verify.

    1. 01

      Route

      Send an incoming request to the right agent, tool or department.

    2. 02

      Prioritise and score

      Assess tickets, documents or leads against fixed criteria.

    3. 03

      Verify

      Check a generative agent's output before it moves on.

    4. 04

      Escalate

      When confidence is low, hand the decision to a person or a heavier model.

    Frequently asked questions

    Decision models alongside generative AI

    What is a decision model?+
    A model that doesn't generate text but returns a typed answer such as a choice, score or probability. The Automation Group uses them for steps that need a fast and verifiable judgment.
    Which should I pick: Jev, OpenAI Decisions or Laya?+
    That depends on your requirements for hosting, languages, cost and accuracy on your own data. The Automation Group tests options on representative examples before choosing.
    Do decision models replace generative AI?+
    No. They complement each other: decision models for bounded judgments, generative models for text and reasoning.
    · Build & Integration

    Which decisions could your workflow make faster?

    Together we look at which steps deserve a decision model and which a generative one.